oraclecloud-data-handling
Manage OCI Object Storage — buckets, uploads, PARs, and lifecycle policies. Use when uploading objects, creating pre-authenticated requests, or configuring lifecycle rules. Trigger with "oci object storage", "oci bucket", "par url", "multipart upload", "oci lifecycle".
What this skill does
# OCI Object Storage — Buckets, PARs & Lifecycle
## Overview
Manage OCI Object Storage using the Python SDK. Object Storage is OCI's S3 equivalent, but PAR (Pre-Authenticated Request) URLs expire silently with no error — the URL just returns 404. Multipart uploads over 50GB require manual part management. Lifecycle policies can delete data unexpectedly if misconfigured. This skill covers the safe patterns for all of these operations.
**Purpose:** Upload, download, and share objects safely with proper PAR expiry management and lifecycle policy configuration.
## Prerequisites
- **OCI Python SDK** — `pip install oci`
- **Config file** at `~/.oci/config` with fields: `user`, `fingerprint`, `tenancy`, `region`, `key_file`
- **IAM policy** — `Allow group Developers to manage objects in compartment <name>`
- **Python 3.8+**
## Instructions
### Step 1: Discover Namespace and Create a Bucket
Every OCI tenancy has a unique Object Storage namespace. You must discover it before any operation.
```python
import oci
from datetime import datetime, timedelta
config = oci.config.from_file("~/.oci/config")
storage = oci.object_storage.ObjectStorageClient(config)
# Namespace is tenancy-specific — discover it, never hardcode
namespace = storage.get_namespace().data
print(f"Namespace: {namespace}")
# Create bucket
bucket = storage.create_bucket(
namespace_name=namespace,
create_bucket_details=oci.object_storage.models.CreateBucketDetails(
compartment_id=config["tenancy"],
name="app-data-bucket",
storage_tier="Standard",
public_access_type="NoPublicAccess",
versioning="Enabled", # Protect against accidental deletes
),
).data
print(f"Bucket created: {bucket.name}")
```
### Step 2: Upload Objects (Simple and Multipart)
Use simple upload for files under 50MB. For larger files, use the UploadManager which handles multipart automatically.
```python
# Simple upload (< 50MB)
with open("report.csv", "rb") as f:
storage.put_object(
namespace_name=namespace,
bucket_name="app-data-bucket",
object_name="reports/2026/report.csv",
put_object_body=f,
content_type="text/csv",
)
print("Simple upload complete")
# Multipart upload for large files (UploadManager handles chunking)
from oci.object_storage import UploadManager
upload_manager = UploadManager(storage)
response = upload_manager.upload_file(
namespace_name=namespace,
bucket_name="app-data-bucket",
object_name="backups/large-dump.tar.gz",
file_path="/tmp/large-dump.tar.gz",
part_size=64 * 1024 * 1024, # 64MB parts
allow_multipart_uploads=True,
)
print(f"Multipart upload complete: {response.status}")
```
### Step 3: Download and List Objects
```python
# List objects with prefix
objects = storage.list_objects(
namespace_name=namespace,
bucket_name="app-data-bucket",
prefix="reports/",
).data
for obj in objects.objects:
print(f"{obj.name} | {obj.size} bytes | {obj.time_modified}")
# Download an object
response = storage.get_object(
namespace_name=namespace,
bucket_name="app-data-bucket",
object_name="reports/2026/report.csv",
)
with open("downloaded-report.csv", "wb") as f:
for chunk in response.data.raw.stream(1024 * 1024):
f.write(chunk)
print("Download complete")
```
### Step 4: Create Pre-Authenticated Requests (PARs) Safely
PARs are OCI's signed URLs. **Critical gotcha:** expired PARs return 404 NotFound, not 401 or 403. Callers assume the object was deleted when it is actually just the PAR that expired.
```python
# Create a PAR with explicit expiry
par = storage.create_preauthenticated_request(
namespace_name=namespace,
bucket_name="app-data-bucket",
create_preauthenticated_request_details=oci.object_storage.models.CreatePreauthenticatedRequestDetails(
name="partner-download-2026q1",
access_type="ObjectRead",
object_name="reports/2026/report.csv",
time_expires=datetime.utcnow() + timedelta(hours=24),
),
).data
par_url = f"https://objectstorage.{config['region']}.oraclecloud.com{par.access_uri}"
print(f"PAR URL (expires in 24h): {par_url}")
print(f"PAR ID (save for revocation): {par.id}")
# List active PARs to audit expiry
pars = storage.list_preauthenticated_requests(
namespace_name=namespace,
bucket_name="app-data-bucket",
).data
for p in pars:
remaining = p.time_expires - datetime.utcnow()
print(f"{p.name} | expires: {p.time_expires} | remaining: {remaining}")
# Revoke a PAR before expiry
storage.delete_preauthenticated_request(
namespace_name=namespace,
bucket_name="app-data-bucket",
par_id=par.id,
)
print("PAR revoked")
```
### Step 5: Configure Lifecycle Policies
Lifecycle rules can auto-archive or delete objects. **Warning:** A rule with `time_amount=30` and `action=DELETE` will permanently delete objects after 30 days with no recovery unless versioning is enabled.
```python
storage.put_object_lifecycle_policy(
namespace_name=namespace,
bucket_name="app-data-bucket",
put_object_lifecycle_policy_details=oci.object_storage.models.PutObjectLifecyclePolicyDetails(
items=[
oci.object_storage.models.ObjectLifecycleRule(
name="archive-old-reports",
action="ARCHIVE",
time_amount=90,
time_unit="DAYS",
is_enabled=True,
object_name_filter=oci.object_storage.models.ObjectNameFilter(
inclusion_prefixes=["reports/"],
),
),
oci.object_storage.models.ObjectLifecycleRule(
name="delete-temp-files",
action="DELETE",
time_amount=7,
time_unit="DAYS",
is_enabled=True,
object_name_filter=oci.object_storage.models.ObjectNameFilter(
inclusion_prefixes=["tmp/"],
),
),
]
),
)
print("Lifecycle policies applied")
```
## Output
Successful completion produces:
- A versioned Object Storage bucket with no public access
- Simple upload for small files and UploadManager for large files (automatic multipart)
- PAR URLs with explicit expiry and audit/revocation workflow
- Lifecycle policies that archive old data and clean up temp files
## Error Handling
| Error | Code | Cause | Solution |
|-------|------|-------|----------|
| Bucket not found | 404 NotAuthorizedOrNotFound | Wrong namespace, bucket name, or IAM | Verify namespace with `get_namespace()`, check IAM policy |
| PAR returns 404 | 404 | PAR expired (not the object) | List PARs to check expiry; create a new PAR |
| Object too large | 400 InvalidParameter | Simple upload > 50MB | Use UploadManager with `allow_multipart_uploads=True` |
| Not authenticated | 401 NotAuthenticated | Bad API key or config | Verify `~/.oci/config` key_file and fingerprint |
| Rate limited | 429 TooManyRequests | Too many API calls | Add backoff; OCI does not return Retry-After header |
| SSL error | N/A CERTIFICATE_VERIFY_FAILED | Corporate proxy or cert issue | Set `SSL_CERT_FILE` env var or configure SDK cert bundle |
## Examples
**Quick bucket list via CLI:**
```bash
oci os bucket list \
--compartment-id <OCID> \
--query "data[*].{Name:name,Versioning:versioning}" \
--output table
```
**Check all active PARs across buckets:**
```python
buckets = storage.list_buckets(
namespace_name=namespace,
compartment_id=config["tenancy"],
).data
for b in buckets:
pars = storage.list_preauthenticated_requests(
namespace_name=namespace,
bucket_name=b.name,
).data
if pars:
print(f"\n{b.name}:")
for p in pars:
print(f" {p.name} | expires: {p.time_expires}")
```
## Resources
- [Object Storage Overview](https://docs.oracle.com/en-us/iaas/Content/) — buckets, objects, and tiers
- [Python SDK Reference](https://docs.oracle.com/en-us/iaas/tools/python/latRelated in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.